{"id":"W3127112109","doi":"10.2139/ssrn.3739819","title":"Contactin-1 Antibodies Link Autoimmune Neuropathies to Nephrotic Syndrome","year":2020,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Peripheral Neuropathies and Disorders","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":false,"ca_institutions":"Trinity College","funders":"Medical Research Council","keywords":"Antibody; Medicine; Nephrotic syndrome; Autoantibody; Immunology; Immunohistochemistry; Glomerulonephritis; Immune system; Antigen; Pathology; Kidney; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003466949,0.000254388,0.000462751,0.000103192,0.0002407965,0.00006870425,0.0002139997,0.00006800664,0.00009607107],"category_scores_gemma":[0.0003668796,0.0002141363,0.0002071986,0.0003475778,0.0000553037,0.0001533641,0.00007886312,0.002124358,0.0001748358],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001930137,"about_ca_system_score_gemma":0.001017045,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004000125,"about_ca_topic_score_gemma":0.00006484316,"domain_scores_codex":[0.9969954,0.00008920213,0.0003894637,0.0003009204,0.0003417418,0.001883312],"domain_scores_gemma":[0.9991972,0.0000358719,0.0001162526,0.0001948206,0.0001028601,0.0003529949],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.01332052,0.001511043,0.07793284,0.0009713231,0.003164057,0.01330086,0.01177605,0.0011582,0.4697297,0.06308501,0.01660643,0.327444],"study_design_scores_gemma":[0.03184902,0.08232333,0.3051597,0.001140868,0.001958103,0.1122091,0.03450444,0.00360946,0.002917685,0.0349156,0.3846776,0.004735148],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9501385,0.004353205,0.001365691,0.04243536,0.0003473613,0.0003207409,0.000002464969,0.0001541803,0.0008825138],"genre_scores_gemma":[0.9847979,0.00333259,0.0001038802,0.01027732,0.0003506567,0.000004710424,0.000002903218,0.00005625732,0.001073808],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.466812,"threshold_uncertainty_score":0.9229397,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01241352864833386,"score_gpt":0.2430411915951277,"score_spread":0.2306276629467938,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}